A chill snaked up Leo's arms as he flipped through the old family photo album. The air in his childhood home seemed thin, charged with unspoken emotions. He felt every hair on his neck stand as he found a hidden compartment in the back of the album. Inside, a handwritten letter, his father’s resignation from the Navy, dated just before Leo’s birth. The words, penned with a familiar, deliberate hand, jumped out at him, each sentence a revelation. He sat straighter, unconsciously straightening the spine of the old photo album. His pulse, normally a steady drum, began to tap a frantic rhythm against his ribs. He felt like he could hear the old house settling around him, holding its breath.

Emotion: alert

Cluster: Alertness
PC1 (Valence): -0.09 Negative
PC2 (Disposition): -0.36

Role in Research

This story is one of 1,000 stories generated for the emotion alert. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 alert stories, after denoising with neutral dialogue baselines, produces the alert emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the alert vector is projected through the unembedding matrix.

Promoted:
own0.359
उत्सुक0.209
سریع0.205
urgency0.205
緊張0.198
Suppressed:
la-0.385
B-0.374
L-0.317
H-0.303
a-0.235